#selfdrivingcars, Twitter, 2/15/2019 2:50:24 PM, 186797


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#selfdrivingcars_2019-02-15_06-34-42.xlsx
#selfdrivingcars_2019-02-15_06-34-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2019
Short Description:
#selfdrivingcars via NodeXL http://bit.ly/2DCnvc8
@robotconsumer
@thefuturist007
@mikequindazzi
@guidaautonoma
@mvollmer1
@ford
@jeroenbartelse
@rajat_shrimal
@wef
@dorotheabaur

Top hashtags:
#selfdrivingcars
#ai
#iot
#robotics
#autonomous
#autonomousvehicles

Description:
Description
The graph represents a network of 2,662 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 February 2019 at 14:36 UTC.

The requested start date was Friday, 15 February 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 10-day, 19-hour, 11-minute period from Monday, 04 February 2019 at 05:48 UTC to Friday, 15 February 2019 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 2662
Unique Edges : 4596
Edges With Duplicates : 3190
Total Edges : 7786
Number of Edge Types : 3
Tweet : 824
Mentions : 6924
Replies to : 38
Self-Loops : 824
Reciprocated Vertex Pair Ratio : 0.0158825894652191
Reciprocated Edge Ratio : 0.0312685533346527
Connected Components : 264
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 2262
Maximum Edges in a Connected Component : 7357
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.50042
Graph Density : 0.00071333966346405
Modularity : 0.454175
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://www.reuters.com/article/us-renault-autonomous-google/renault-nissan-alliance-google-to-partner-on-self-driving-cars-nikkei-idUSKCN1PU1A0?feedType=RSS&feedName=technologyNews
[22] https://www.fastcompany.com/90300056/self-driving-cars-will-never-be-moral-lets-stop-pretending-otherwise
[20] https://venturebeat.com/2019/02/13/china-is-building-a-5g-smart-highway-for-autonomous-cars-and-ai-traffic-monitoring/
[18] https://aitrends.com/ai-insider/augmented-reality-ar-and-ai-self-driving-cars/
[17] https://au.finance.yahoo.com/news/will-self-driving-cars-choose-dies-fatal-crash-025103008.html?guccounter=1
[16] https://apnews.com/b67a0d6b6413406fb4121553cdf0b95a
[16] http://www.ansa.it/canale_motori/notizie/industria/2019/02/06/big-dellauto-a-torino-misure-urgenti-per-il-settore-_e060e2c0-191f-495c-a48d-e53579ff1ee5.html
[15] https://techcrunch.com/2019/02/08/waymo-cto-on-the-companys-past-present-and-what-comes-next/
[14] https://hbr.org/2019/01/the-cost-of-self-driving-cars-will-be-the-biggest-barrier-to-their-adoption
[14] http://m.tuttosport.com/news/esports/industry/2019/02/05-52998465/a_torino_arrivano_i_digital_days/?cookieAccept

Top URLs in Tweet in G1:
[5] https://www.forbes.com/sites/taylorarmerding/2019/02/06/connected-cars-need-better-connection-to-cybersecurity/#798319cf6040
[4] https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/autonomous-driving-disruption-technology-use-cases-and-opportunities?cid=soc-web
[4] https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/how-china-will-help-fuel-the-revolution-in-autonomous-vehicles?cid=other-soc-twi-mip-mck-oth-1902&kui=Hel7VhB1j4Nabnt623CQmA
[3] https://www.reuters.com/article/us-renault-autonomous-google/renault-nissan-alliance-google-to-partner-on-self-driving-cars-nikkei-idUSKCN1PU1A0?feedType=RSS&feedName=technologyNews
[3] https://au.finance.yahoo.com/news/will-self-driving-cars-choose-dies-fatal-crash-025103008.html?guccounter=1
[3] http://www.ansa.it/canale_motori/notizie/industria/2019/02/06/big-dellauto-a-torino-misure-urgenti-per-il-settore-_e060e2c0-191f-495c-a48d-e53579ff1ee5.html
[3] https://apnews.com/b67a0d6b6413406fb4121553cdf0b95a
[3] https://www.ozy.com/fast-forward/can-automakers-catch-up-with-google-in-driverless-cars/92393#.XFl_ms6FPqg.twitter
[2] https://www.forbes.com/sites/danielaraya/2019/01/29/the-challenges-with-regulating-self-driving-cars/?ss=ai-big-data#2e31e619b260
[2] https://www.iotforall.com/self-driving-vehicles-dream-becomes-nightmare/

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1095312684873146368
[1] https://twitter.com/laura_manley1/status/1094958539796295680
[1] https://www.dmove.it/news/boeing-taxi-volante-primo-test
[1] https://www.youtube.com/watch?time_continue=127&v=LcKt2TgEvWM
[1] https://lnkd.in/e2uYes6
[1] https://twitter.com/i/web/status/1095312047720591361
[1] https://twitter.com/i/web/status/1093928696333959168
[1] https://twitter.com/i/web/status/1093928847513391104
[1] https://twitter.com/i/web/status/1095311764244312066
[1] http://ParkNews.biz

Top URLs in Tweet in G3:
[11] https://www.lastampa.it/2019/02/04/cronaca/il-piemonte-leader-della-mobilit-avanzata-H6fJ6MXkkUVFUL2Y87VN3M/pagina.html
[11] http://m.tuttosport.com/news/esports/industry/2019/02/05-52998465/a_torino_arrivano_i_digital_days/?cookieAccept
[11] http://www.ansa.it/canale_motori/notizie/industria/2019/02/06/big-dellauto-a-torino-misure-urgenti-per-il-settore-_e060e2c0-191f-495c-a48d-e53579ff1ee5.html
[10] https://apnews.com/b67a0d6b6413406fb4121553cdf0b95a
[10] https://www.urbancontest.com/architecture-design/guido-bar-robot-carlo-ratti#articolo
[9] http://www.hdmotori.it/2019/02/07/e-gap-ricarica-mobile-milano-elettriche/
[8] https://www.autoappassionati.it/intervista-mariella-mengozzi-mauto/
[7] https://www.itnews.com.au/news/driverless-buses-trialled-on-sydneys-busiest-routes-by-2022-518815?utm_source=mobile&utm_medium=twitter&utm_campaign=share
[7] https://carbuzz.com/news/new-patent-can-make-any-car-autonomous
[7] https://www.lautomobile.aci.it/articoli/2019/02/04/bosch-investe-sullauto-robot.html

Top URLs in Tweet in G4:
[3] http://www.supplychaintoday.com/machine-learning-video-games/?platform=hootsuite
[2] https://twitter.com/cyberwisenz/status/1088877953222508544
[2] https://www.fastcompany.com/90275407/the-fate-of-self-driving-cars-hangs-on-a-7-trillion-design-problem
[2] https://www.cbc.ca/news/canada/newfoundland-labrador/self-driving-cars-vision-impairment-1.5017215
[1] https://360.here.com/alexa-whats-the-fastest-route-home
[1] https://medium.com/the-new-york-times/devices-that-will-invade-your-life-in-2019-and-whats-overhyped-d48fc95ba3b9
[1] https://dy.si/hfEhB7
[1] https://dy.si/pJ7H2
[1] https://dy.si/MXMU8B2
[1] https://dy.si/qVfTAP

Top URLs in Tweet in G5:
[18] https://www.reuters.com/article/us-renault-autonomous-google/renault-nissan-alliance-google-to-partner-on-self-driving-cars-nikkei-idUSKCN1PU1A0?feedType=RSS&feedName=technologyNews
[15] https://venturebeat.com/2019/02/13/china-is-building-a-5g-smart-highway-for-autonomous-cars-and-ai-traffic-monitoring/
[10] https://techcrunch.com/2019/02/08/waymo-cto-on-the-companys-past-present-and-what-comes-next/
[9] https://au.finance.yahoo.com/news/will-self-driving-cars-choose-dies-fatal-crash-025103008.html?guccounter=1
[9] https://www.ozy.com/fast-forward/can-automakers-catch-up-with-google-in-driverless-cars/
[9] https://www.fastcompany.com/90300056/self-driving-cars-will-never-be-moral-lets-stop-pretending-otherwise
[8] https://www.reuters.com/article/us-nuro-funding-softbank-idUSKCN1Q01MI
[7] https://techcrunch.com/2019/02/02/japans-society-5-0-initiative-is-a-roadmap-for-todays-entrepreneurs/
[7] https://www.businessinsider.com/self-driving-cars-traffic-worse-research-2019-2?r=US&IR=T
[6] https://sc.mp/yjezda

Top URLs in Tweet in G6:
[5] https://www.fastcompany.com/90300056/self-driving-cars-will-never-be-moral-lets-stop-pretending-otherwise
[2] https://www.digitaltrends.com/cars/autonomous-vehicles-parking-fees/
[2] https://www.bbc.co.uk/news/technology-47144449
[2] https://asia.nikkei.com/Business/Companies/Nissan-Renault-alliance-to-join-Google-on-self-driving-cars
[2] https://www.catchupnews.org/catchupnews-blog/entry/amazon-invests-in-self.html
[2] https://twitter.com/wef/status/1094763026773958657
[2] https://itunes.apple.com/us/podcast/id1353975287
[2] https://www.bianchipr.com/self-driving-vehicles-e-mobility-spin-offs-talent-wars-drive-need-automotive-mobility-tech-suppliers-boost-pr/
[2] https://www.theguardian.com/commentisfree/2019/feb/13/the-self-driving-car-is-a-marvel-doomed-by-unpredictable-humans
[1] https://twitter.com/techreview/status/1092287418936578048

Top URLs in Tweet in G7:
[6] https://www.bloomberg.com/opinion/articles/2019-02-06/self-driving-vehicles-could-develop-minds-of-their-own
[3] https://www.slashgear.com/microsoft-mit-help-self-driving-cars-learn-from-ai-blind-spots-27563763/
[2] https://twitter.com/kuriharan/status/1085556027821502465
[1] http://Auto.AI
[1] https://twi.li/CF7qrX
[1] https://twitter.com/i/web/status/1093500893020880896
[1] https://twitter.com/i/web/status/1093806287127830528
[1] https://twitter.com/bronwynwilliams/status/1092771208607735811
[1] https://twitter.com/i/web/status/1095843708635922433
[1] https://twitter.com/i/web/status/1095843599369920512

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1094452452760276992

Top URLs in Tweet in G9:
[10] https://aitrends.com/ai-insider/augmented-reality-ar-and-ai-self-driving-cars/
[9] https://hbr.org/2019/01/the-cost-of-self-driving-cars-will-be-the-biggest-barrier-to-their-adoption
[2] https://www.theguardian.com/commentisfree/2018/nov/14/cars-drivers-ethical-dilemmas-machines?CMP=share_btn_tw
[2] https://medium.com/hult-business-school-draft/73-mind-blowing-implications-of-a-driverless-future-58d23d1f338d?utm_content=buffer13b2d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1081060170254438401
[1] http://news.mit.edu/2018/how-autonomous-vehicles-programmed-1024#.W-rKKDzfJFA.twitter
[1] https://www.aitrends.com/ai-insider/ai-emotional-intelligence-and-emotion-recognition-the-case-of-ai-self-driving-cars/?utm_source=dlvr.it&utm_medium=twitter
[1] https://techcrunch.com/2019/02/08/waymo-cto-on-the-companys-past-present-and-what-comes-next/
[1] https://twitter.com/i/web/status/1095315579622195200
[1] https://twitter.com/i/web/status/1095250961549803520

Top URLs in Tweet in G10:
[3] https://www.analyticsindiamag.com/india-launches-the-worlds-first-driverless-solar-powered-bus/
[2] https://www.objetconnecte.com/softbank-investit-940-millions-nuro/
[2] https://www.digitaltrends.com/cars/uk-self-driving-no-human-safety-drivers/
[2] https://www.intelligentinsurer.com/article/driverless-cars-will-need-a-new-insurance-model
[2] https://www.thequint.com/news/india/good-news-indian-origin-team-designs-safer-self-driving-cars
[1] https://twitter.com/i/web/status/1095022163835478017
[1] https://twitter.com/i/web/status/1095262571098263552
[1] https://www.iotforall.com/what-is-passenger-economy/
[1] https://twitter.com/i/web/status/1091339045219647490
[1] https://twitter.com/i/web/status/1093712876978819072

Top Domains
Top Domains in Tweet in Entire Graph:
[513] twitter.com
[56] techcrunch.com
[53] forbes.com
[53] aci.it
[44] reuters.com
[40] venturebeat.com
[38] theverge.com
[38] hdmotori.it
[36] youtube.com
[33] aitrends.com

Top Domains in Tweet in G1:
[62] twitter.com
[11] forbes.com
[8] mckinsey.com
[6] aci.it
[3] reuters.com
[3] yahoo.com
[3] ansa.it
[3] co.uk
[3] medium.com
[3] apnews.com

Top Domains in Tweet in G2:
[6] twitter.com
[1] dmove.it
[1] youtube.com
[1] lnkd.in
[1] parknews.biz

Top Domains in Tweet in G3:
[178] twitter.com
[47] aci.it
[37] hdmotori.it
[23] theverge.com
[23] youtube.com
[22] forbes.com
[21] co.uk
[21] techcrunch.com
[19] venturebeat.com
[18] dmove.it

Top Domains in Tweet in G4:
[46] twitter.com
[5] dy.si
[3] supplychaintoday.com
[2] businessinsider.com
[2] technologyreview.com
[2] fastcompany.com
[2] cbc.ca
[1] here.com
[1] medium.com
[1] freightwaves.com

Top Domains in Tweet in G5:
[66] twitter.com
[34] reuters.com
[26] techcrunch.com
[19] venturebeat.com
[12] theverge.com
[12] wired.com
[12] fastcompany.com
[11] businessinsider.com
[10] yahoo.com
[10] axios.com

Top Domains in Tweet in G6:
[72] twitter.com
[6] fastcompany.com
[6] lnkd.in
[6] wired.com
[4] forbes.com
[3] youtube.com
[3] co.uk
[3] readyforsocial.com
[3] techcrunch.com
[3] pioneeringminds.com

Top Domains in Tweet in G7:
[8] twitter.com
[6] bloomberg.com
[3] slashgear.com
[1] auto.ai
[1] twi.li
[1] readwrite.com
[1] venturebeat.com
[1] fastcompany.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[11] aitrends.com
[9] hbr.org
[5] twitter.com
[2] theguardian.com
[2] medium.com
[1] mit.edu
[1] techcrunch.com

Top Domains in Tweet in G10:
[5] twitter.com
[3] analyticsindiamag.com
[2] objetconnecte.com
[2] digitaltrends.com
[2] intelligentinsurer.com
[2] thequint.com
[1] iotforall.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2479] selfdrivingcars
[1935] ai
[1109] iot
[942] robotics
[779] autonomous
[713] autonomousvehicles
[572] smartcity
[563] driverless
[547] machinelearning
[464] selfdriving



Top Hashtags in Tweet in G1:
[708] ai
[590] selfdrivingcars
[327] machinelearning
[308] iot
[290] deeplearning
[280] robotics
[211] autonomousvehicle
[210] driverless
[197] robots
[189] human

Top Hashtags in Tweet in G2:
[214] robotics
[213] iot
[210] automation
[209] maritime
[209] ships
[183] transportation
[110] technology
[110] automotive
[109] engineering
[108] innovation

Top Hashtags in Tweet in G3:
[608] ai
[607] selfdrivingcars
[560] autonomous
[468] smartcity
[418] iot
[327] robotics
[284] tech
[228] 5g
[212] autonomousvehicles
[208] startup

Top Hashtags in Tweet in G4:
[329] selfdrivingcars
[282] ai
[225] autonomousvehicles
[107] selfdriving
[106] ar
[88] artificialintelligence
[79] machinelearning
[74] driverless
[73] ml
[72] iot

Top Hashtags in Tweet in G5:
[298] selfdrivingcars
[95] ai
[69] autonomousvehicles
[66] selfdriving
[59] autonomous
[56] autonomousvehicle
[54] driverless
[35] iot
[34] insurtech
[33] driverlesscars

Top Hashtags in Tweet in G6:
[169] selfdrivingcars
[32] autonomousvehicles
[27] ai
[15] artificialintelligence
[15] iot
[12] autonomous
[12] selfdriving
[11] technology
[11] robotics
[10] tech

Top Hashtags in Tweet in G7:
[79] selfdrivingcars
[37] artificialintelligence
[37] ai
[26] humor
[26] thursdaythoughts
[7] autonomousvehicles
[3] kittivisionbenchmarksuite
[3] aiethics
[3] data
[2] selfdriving

Top Hashtags in Tweet in G8:
[63] selfdrivingcars
[61] ai
[59] autonomousvehicle
[57] artificialintelligence
[2] driverless
[1] electricvehicles
[1] innovation
[1] ar
[1] vr
[1] augmentereality

Top Hashtags in Tweet in G9:
[42] selfdrivingcars
[41] ai
[12] ar
[10] insurtech
[8] machinelearning
[6] autonomousvehicle
[6] robotics
[5] deeplearning
[5] iot
[5] human

Top Hashtags in Tweet in G10:
[48] selfdrivingcars
[24] smartcities
[14] iot
[13] driverless
[13] ar
[13] innotech
[12] tech
[11] martech
[11] autonomouscars
[11] ev

Top Words
Top Words in Tweet in Entire Graph:
[2463] Words in Sentiment List#1: Positive
[1109] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[92062] Non-categorized Words
[95634] Total Words
[5194] gt
[2478] selfdrivingcars
[2018] ai
[1765] mikequindazzi
[1107] iot

Top Words in Tweet in G1:
[4015] gt
[1361] mikequindazzi
[729] ai
[590] selfdrivingcars
[327] machinelearning
[309] iot
[290] deeplearning
[280] robotics
[218] wef
[211] autonomousvehicle

Top Words in Tweet in G2:
[495] thefuturist007
[214] robotics
[213] iot
[210] automation
[209] rolls
[209] royce
[209] created
[209] unmanned
[209] remotely
[209] piloted

Top Words in Tweet in G3:
[631] ai
[606] selfdrivingcars
[591] autonomous
[567] guidaautonoma
[466] smartcity
[410] iot
[330] robotics
[301] tech
[295] gt
[226] startup

Top Words in Tweet in G4:
[520] gt
[329] selfdrivingcars
[316] mvollmer1
[282] ai
[225] autonomousvehicles
[199] mikequindazzi
[108] future
[107] selfdriving
[106] ar
[88] artificialintelligence

Top Words in Tweet in G5:
[298] selfdrivingcars
[198] gt
[184] jeroenbartelse
[171] driving
[163] self
[107] cars
[104] driverless
[102] s
[97] ai
[88] car

Top Words in Tweet in G6:
[169] selfdrivingcars
[54] driving
[50] cars
[44] self
[31] ai
[31] autonomousvehicles
[27] autonomous
[21] gt
[19] amazon
[18] more

Top Words in Tweet in G7:
[79] selfdrivingcars
[40] ai
[37] artificialintelligence
[31] dorotheabaur
[31] moral
[31] t
[30] idea
[30] make
[30] decisions
[30] even

Top Words in Tweet in G8:
[63] selfdrivingcars
[61] ai
[60] self
[60] driving
[59] rajat_shrimal
[59] now
[59] autonomousvehicle
[58] waymo
[58] s
[58] taxis

Top Words in Tweet in G9:
[64] gt
[43] ai
[42] selfdrivingcars
[26] mikequindazzi
[21] cc
[21] ipfconline1
[12] ar
[12] v
[11] aiworldexpo
[11] biggest

Top Words in Tweet in G10:
[52] enricomolinari
[48] selfdrivingcars
[24] smartcities
[23] v
[21] gt
[18] driverless
[15] mashable
[14] iot
[13] ar
[13] displays

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3373] gt,gt
[892] mikequindazzi,gt
[530] self,driving
[471] smartcity,ai
[459] ai,iot
[401] autonomous,smartcity
[341] machinelearning,deeplearning
[335] iot,robotics
[308] gt,mikequindazzi
[269] robotics,tech

Top Word Pairs in Tweet in G1:
[2619] gt,gt
[666] mikequindazzi,gt
[283] machinelearning,deeplearning
[244] gt,mikequindazzi
[203] 4,ways
[203] world's,biggest
[195] ways,ai
[195] biggest,problems
[195] problems,gt
[195] gt,wef

Top Word Pairs in Tweet in G2:
[209] rolls,royce
[209] royce,created
[209] created,unmanned
[209] unmanned,remotely
[209] remotely,piloted
[209] piloted,ship
[209] ship,concept
[209] concept,robotics
[209] robotics,iot
[209] iot,maritime

Top Word Pairs in Tweet in G3:
[392] smartcity,ai
[369] ai,iot
[344] autonomous,smartcity
[287] iot,robotics
[234] robotics,tech
[200] tech,5g
[180] gt,gt
[153] selfdrivingcars,startup
[148] technews,robots
[131] self,driving

Top Word Pairs in Tweet in G4:
[336] gt,gt
[125] selfdrivingcars,autonomousvehicles
[123] mikequindazzi,gt
[90] mvollmer1,future
[89] gt,ai
[84] future,selfdrivingcars
[84] autonomousvehicles,look
[83] look,mercedesbenz
[83] mercedesbenz,mikequindazzi
[80] ai,ar

Top Word Pairs in Tweet in G5:
[163] self,driving
[129] gt,gt
[60] driving,cars
[34] voitures,autonomes
[33] autonomes,v
[33] mikequindazzi,gt
[31] waymo,s
[31] taxis,now
[31] now,accepting
[31] accepting,passengers

Top Word Pairs in Tweet in G6:
[42] self,driving
[27] driving,cars
[14] gt,gt
[11] selfdrivingcars,autonomousvehicles
[7] autonomous,vehicles
[7] researchers,university
[7] university,leeds
[7] leeds,predict
[7] predict,selfdrivingcars
[7] selfdrivingcars,completely

Top Word Pairs in Tweet in G7:
[35] ai,artificialintelligence
[30] idea,selfdrivingcars
[30] selfdrivingcars,make
[30] make,moral
[30] moral,decisions
[30] decisions,even
[30] even,couldn
[30] couldn,t
[30] t,remains
[30] remains,fantasy

Top Word Pairs in Tweet in G8:
[60] self,driving
[58] waymo,s
[58] s,self
[58] driving,taxis
[58] taxis,now
[58] now,accepting
[58] accepting,passengers
[58] passengers,autonomousvehicle
[58] autonomousvehicle,selfdrivingcars
[57] rajat_shrimal,waymo

Top Word Pairs in Tweet in G9:
[41] gt,gt
[15] ai,selfdrivingcars
[11] mikequindazzi,gt
[10] augmented,reality
[10] reality,ai
[10] selfdrivingcars,aiworldexpo
[10] aiworldexpo,ar
[10] ar,ai
[10] ai,insurtech
[10] insurtech,cc

Top Word Pairs in Tweet in G10:
[23] v,enricomolinari
[14] gt,gt
[13] ar,displays
[13] displays,selfdrivingcars
[13] selfdrivingcars,actually
[13] actually,cool
[13] mashable,v
[13] smartcities,innotech
[12] enricomolinari,smartcities
[12] enricomolinari,ar

Top Replied-To
Top Replied-To in Entire Graph:
@apple
@waymo
@alexroy144
@mvollmer1
@_astatkevich
@velodynelidar
@tobywalsh
@bigmountainben
@zoox
@techcrunch

Top Replied-To in G3:
@_astatkevich
@apple
@velodynelidar
@tobywalsh
@waymo
@zoox
@cruise
@techcrunch
@tesla
@dorotheabaur

Top Replied-To in G4:
@mvollmer1
@papi0t

Top Replied-To in G5:
@apple
@google

Top Replied-To in G6:
@ettifos

Top Replied-To in G9:
@harvardbiz

Top Replied-To in G10:
@boeing

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@thefuturist007
@guidaautonoma
@mvollmer1
@wef
@jeroenbartelse
@ford
@mashable
@mercedesbenz
@harbrimah

Top Mentioned in G1:
@mikequindazzi
@wef
@mashable
@harbrimah
@guidaautonoma
@topcybernews
@mvollmer1
@ericsson
@thefuturist007

Top Mentioned in G2:
@thefuturist007
@ford
@harvardhugo
@mikequindazzi
@spirosmargaris
@vwgroup
@rauwald
@guidaautonoma
@mvollmer1
@harbrimah

Top Mentioned in G3:
@guidaautonoma
@mikequindazzi
@touchme4youle
@jeroenbartelse
@wef
@mvollmer1
@ronald_vanloon
@theiotwarehouse
@harbrimah
@tesla

Top Mentioned in G4:
@mvollmer1
@mikequindazzi
@mercedesbenz
@paula_piccard
@evankirstel
@thefuturist007
@pascal_
@alvinfoo
@julez_norton
@chinadaily

Top Mentioned in G5:
@jeroenbartelse
@flashtweet
@spirosmargaris
@mikequindazzi
@mvollmer1
@seeker
@ford
@fabriziobustama
@techcrunch
@reuters

Top Mentioned in G6:
@aerodriveindia
@loracmustaine
@perpevodesigns
@rylanurban

Top Mentioned in G7:
@dorotheabaur
@nigewillson
@propelmee
@uber
@dougducey
@raystern
@emergtechethics
@mvollmer1
@thefuturist007
@shangjin

Top Mentioned in G8:
@rajat_shrimal
@mikequindazzi
@paula_piccard
@spirosmargaris
@sallyeaves
@haroldsinnott
@kashthefuturist
@chboursin
@jblefevre60
@thefuturist007

Top Mentioned in G9:
@ipfconline1
@mikequindazzi
@aiworldexpo
@harvardbiz
@spirosmargaris
@gl
@psb_dc
@evankirstel
@wef

Top Mentioned in G10:
@enricomolinari
@mashable
@seeker
@bamitav
@mikequindazzi
@mvollmer1
@amazon
@thefuturist007
@aasc49
@spirosmargaris

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@cowboyscifibot
@piyuanker12
@sectest9
@robre62
@nosqldigest
@evankirstel
@gamergeeknews
@seekingalpha

Top Tweeters in G1:
@jornalistavitor
@arkangelscrap
@piyuanker12
@sectest9
@eraser
@chidambara09
@lelkan
@calcaware
@machinelearnflx
@mashable

Top Tweeters in G2:
@linda_u_w_a
@johannesdreijer
@maroq
@ericserati68
@sandoly
@andrey_tlt_63
@openmarketingtv
@lesudvendee
@theatlantic
@michaelpurvis64

Top Tweeters in G3:
@robre62
@startupsbot
@rvp
@biconnections
@italiastartup_
@infopronetwork
@7wdata
@bsindia
@yamatho2
@kuriharan

Top Tweeters in G4:
@nosqldigest
@evankirstel
@sudeepkhatri
@richsimmondsza
@entwistletx
@gvalan
@cnbc
@bnb_13
@ham_gretsky
@techjunkiejh

Top Tweeters in G5:
@seekingalpha
@businessinsider
@thehill
@billnigh
@fintechna
@business
@lcs1122
@reuters
@nytimes
@skynews

Top Tweeters in G6:
@gamergeeknews
@thestartupper
@nishant_shastry
@freshsalis
@miles_wilma
@tweetchristo
@mattblackza
@mmjhealthcare
@sofiaitc
@cybersecboardrm

Top Tweeters in G7:
@nata_od
@alasde
@syamant
@rww
@jedichaz
@janisku7
@evematringe
@tweetinchar
@jcm003
@jay_wyatt

Top Tweeters in G8:
@almulhimai
@ganjasmokercb
@eltheus
@jldercle
@corruptpunjab
@irpod5
@realelijahmarks
@draglist
@earthaccounting
@bunayhartop

Top Tweeters in G9:
@guardian
@marshacollier
@valaafshar
@ssxman2
@metropulseusa
@ipfconline1
@jblefevre60
@mclynd
@junjudapi
@msb_blue

Top Tweeters in G10:
@augusteve2012
@grattongirl
@agirregabiria
@pammktgnut
@dinisguarda
@kirkdborne
@bamitav
@king_paulie
@severinelienard
@beast_behind


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